Article URL: https://arxiv.org/abs/2411.00782
Comments URL: https://news.ycombinator.com/item?id=44157378
Points: 54
# Comments: 28
Article URL: https://arxiv.org/abs/2505.24650
Comments URL: https://news.ycombinator.com/item?id=44157618
Points: 25
# Comments: 1
It’s powered by OpenAI’s GPT 4.1 model.
Uses Xcode UI tests + accessibility tree to look into apps, and performs swipes, taps, etc to get things done.
Comments URL: https://news.ycombinator.com/item?id=44155426
Points: 19
# Comments: 6
Article URL: https://blog.jim-nielsen.com/2025/is-it-javascript/
Comments URL: https://news.ycombinator.com/item?id=44156092
Points: 27
# Comments: 27
I built a system that lets LLMs automatically learn and improve problem-solving strategies over time, inspired by Andrej Karpathy's idea of a "third paradigm" for LLM learning.
The basic idea: instead of using static system prompts, the LLM builds up a database of strategies that actually work for different problem types. When you give it a new problem, it selects the most relevant strategies, applies them, then evaluates how well they worked and refines them.
For example, after seeing e
Article URL: https://betterthanrandom.substack.com/p/if-you-are-useful-it-doesnt-mean
Comments URL: https://news.ycombinator.com/item?id=44156935
Points: 80
# Comments: 37
https://betterthanrandom.substack.com/p/if-you-are-useful-it-doesnt-mean
Article URL: https://arxiv.org/abs/2505.24760
Comments URL: https://news.ycombinator.com/item?id=44157077
Points: 17
# Comments: 2
Article URL: https://utcc.utoronto.ca/~cks/space/blog/unix/POSIXAllowsZeroInode
Comments URL: https://news.ycombinator.com/item?id=44142955
Points: 23
# Comments: 1
https://utcc.utoronto.ca/~cks/space/blog/unix/POSIXAllowsZeroInode
Article URL: https://www.newyorker.com/magazine/2025/06/09/the-phoenician-scheme-movie-review
Comments URL: https://news.ycombinator.com/item?id=44155761
Points: 26
# Comments: 19
https://www.newyorker.com/magazine/2025/06/09/the-phoenician-scheme-movie-review